Skip to content
AI Data Payout

Updated October 2026

Selling real estate closing firm data for AI training: what it's worth and who buys it

Independent and sourced. We feature companies that pay us a referral fee. Our scores and reviews don't change for it. How we earn

Mercor names both legal and real estate as target industries, and a closing firm's files sit in both.1,2

A closing attorney sliding a stack of documents across a round table to a couple signing, a closing processor in the

A residential closing practice handles volume that most law firms never see. Each file follows the same arc (contract in, title ordered, commitment reviewed, payoffs requested, lender package received, settlement statement balanced, signing, disbursement, recording) and each one throws an exception somewhere: a lien nobody disclosed, an estate that never went through probate, a lender that changes the figures the night before.

The written record of handling those exceptions is what makes a closing firm interesting to buyers. Mercor names legal and real estate. micro1 asks for well defined workflows employees repeat. Title examiners score 95 out of 100 on O*NET's email scale and paralegals score 100.

Closing files are also full of borrower financial information: account numbers, payoff letters, wiring instructions. The material least tied to any one transaction is the place to begin: closing checklists by transaction type, title-exception playbooks, wire-verification procedures, the template emails processors send to agents and lenders. Raise everything that carries a buyer's, seller's or borrower's financial details with the licensing company before any export.

US law offices with 10+ employees; closing practices are not counted separately

17,3974

US law offices with 10+ employees; closing practices are not counted separately

O*NET email score for title examiners; paralegals score 100

95/1005

O*NET email score for title examiners; paralegals score 100

Mercor target industries a closing file touches: legal and real estate

21

Mercor target industries a closing file touches: legal and real estate

Worth

What a firm's data may be worth

Pre-set for a typical firm: 30 staff and 12 years of records. No buyer publishes pricing by industry, so industry does not move the band. Our estimate, not a buyer quote.

Buyers

Which buyers want this data

Each reason is the buyer's own published statement about the tools, data or industries it takes, matched to how real estate closing firms work.

Featured partners

  1. #1 in our ranking

    7.7 out of 10

    micro1

    Wants repeated, well defined workflows and lists SOPs, templates and task histories, the shape of a closing checklist run hundreds of times a month.10,11

    Typical payout
    $100K to $2M+, micro1 says7

    Watch out for: Says it removes personal details only "when relevant", so ask exactly how.12

Everyone else we reviewed

By score, with full reviews. We have no referral agreement with these companies, so we do not link out to them.

  1. #3 in our ranking

    7.1 out of 10

    Mercor

    Names legal and real estate, with leases, listings and inspection reports among its real estate examples, and connects to the Outlook and Gmail inboxes processors live in.1,2,13

    Typical payout
    Mercor does not publish a range14
    Fees
    None, Mercor says15
    Time to get paid
    By wire 2 to 4 weeks after signing16

    Watch out for: It confirmed a cyberattack in 2026, and class actions followed.17,18

  2. #4 in our ranking

    7.0 out of 10

    Nyne AI

    Names QuickBooks and NetSuite among the systems it buys from, and a closing firm's trust-account reconciliation is a monthly finance workflow.19

    Typical payout
    $100K or more, Nyne says20

    Watch out for: Pays only after the dataset is accepted, and publishes no timeline.21

We feature buyers that pay us a referral fee. Our scores and reviews don't change for it. How we earn. No buyer publishes prices by industry, so within each group the order is the same as in our main ranking.

Buyer demand

How buyers' own tools rate real estate closing firms

No buyer publishes a price list by industry. These are settings inside buyers' and brokers' own estimators and intake forms, read from their public pages on 2026-10-14. They show how each company sorts industries, not what any firm was paid. The category shown is the one a firm would most likely pick; that match is ours.

How buyers' tools rate real estate closing firms
CompanyIts categoryHow it rates the industry
TroveoBuyerLegalTier 2 of 4: "Your industry carries above-average buyer demand." Price factor 1.15 in its estimator.22
PolysharesBuyerLegalMarked premium in its intake list23
VMSBrokerLawHigher weight in its estimator (factor 1.30)24
VentraBrokerLegal, healthcare, financial services or accountingSays it cannot take these industries right now25

Size rules buyers publish

Checked against 30 staff, the typical firm size this page's calculator is set to. Ask each buyer whether contractors and part-time staff count.

  • PolysharesBuyer

    No headcount rule; the length and texture of the record matter more26

    No floor stated

  • MercorBuyer

    None stated27

    No floor stated

  • TroveoBuyer

    No minimum stated; its estimator starts at 2028

    No floor stated

  • NyneBuyer

    20+ US W-2 employees and 3+ years29

    Clears it at 30 staff

  • Handshake AIBuyer

    20+ full-time employees and 3+ years30

    Clears it at 30 staff

  • micro1Buyer

    30+ employees (its partnership page says 30 to 200)31,32

    Clears it at 30 staff

  • PewterBroker

    20+ staff and 3+ years33

    Clears it at 30 staff

  • EndlessBroker

    Roughly 30+ employees34

    Clears it at 30 staff

  • VentraBroker

    30+ US employees and 3+ years of records35

    Clears it at 30 staff

  • SupersoniqBroker

    50+ employees and 5+ years36

    Below it at 30 staff

What buyers value

What in a firm's records buyers value

The column on the right is not legal advice: it lists what to raise with the buyer before anything is exported.

What in a firm's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
Closing checklists by transaction typeQualia, SoftPro or ResWarePurchase, refinance, cash, new construction and commercial each have their own step list, built from years of exceptions.Nothing specific
Title-exception playbookShared drive or KM folderHow the firm clears an old mortgage, a judgment, a missing heir or a boundary issue, written as reusable steps.Examples that still name the property or the parties.
Processor email templates and threadsOutlook or GmailThe standard requests to agents, lenders and payoff departments, and the back-and-forth when figures change.Borrower names, loan numbers and payoff figures in each thread.
Wire-verification and fraud proceduresWritten SOPs, call-back logsThe firm's controls for confirming wiring instructions, a workflow every closing office has had to harden.Account numbers and call-back records tied to real transactions.
Settlement statement review notesClosing software and emailHow figures are balanced against lender instructions and corrected before signing.Every party's financial figures on the statement.
Trust account reconciliation processQuickBooks or trust accounting softwareThe monthly three-way reconciliation routine and the exceptions that need explaining.Client funds detail behind each reconciling item.

A week of records

A week of data at a firm

  • Monday: 38 new contracts opened in the closing software, title ordered on each from the standard request.
  • Tuesday: a commitment comes back with an unreleased 2009 mortgage; the playbook's lien-release steps start.
  • Wednesday: two lenders revise closing figures; processors email agents corrected statements before noon.
  • Thursday: a spoofed wiring email is caught by the call-back procedure and logged in the fraud file.
  • Friday: nine signings, recordings submitted, and the trust account reconciled for the week.

Process

How it works with each buyer

In each buyer's own published words. Where a buyer publishes nothing, we say so rather than guess.

micro1

What it buys
Internal docs, SOPs and playbooks, knowledge bases, project management workflows, internal comms, templates, CRM and workflow metadata, task histories11
Who qualifies
30 to 200 employees32
Offer range
$100K-$2M+ per data package; over $1M for unique data7
Personal data
PII removed "when relevant"12
Ownership
The company keeps ownership of its data and reviews samples before release37
Time to payment
Not published

Mercor

What it buys
Slack, Teams, Gmail, Outlook, Confluence, Salesforce, GitHub, Drive, Notion and 100+ other tools13
Who qualifies
Not published
Offer range
Not published14
Fees
No fees15
Security
SOC 2 Type II38
Time to payment
Wire 2-4 weeks after signing16

Nyne AI

What it buys
QuickBooks, Xero, NetSuite, Salesforce, HubSpot, Asana and Jira19
Who qualifies
20+ US W-2 employees and 3+ years in business29
Offer range
$100K or more20
Offer policy
Says it beats written offers from other buyers39

Selling or closing

Selling or closing your firm? License its data first

Closing practices are often acquired by title agencies or larger firms that want the referral relationships and the processing team. Before a sale or merger, ask each licensing company whether checklists, playbooks and SOPs can be licensed on their own, and raise how any transaction files would be handled. Pewter says it takes companies that are operating, downsizing, winding down or closed, as long as the records still exist.3

FAQ

Real estate closing attorneys: questions, answered

  • A closing is a multi-party workflow with a fixed sequence and frequent exceptions, which is what micro1 says it wants: repeated, well defined workflows. Mercor names both legal and real estate. The value is in how the firm handles the exception, not in any one file.10,1

  • The method: checklists by transaction type, the title-exception playbook, wire-verification procedures and template correspondence. Endless lists templates, process documentation and intake workflows as in scope for law firms. Transaction files with borrower details are the part to raise with the buyer.40

  • Email is on every ranked buyer's list. Mercor names Outlook and Gmail, Polyshares names email, and micro1 names operations communications. Most closing firms also hold structured history in the closing software, which a buyer will want to see listed on the first call.13,41,42

  • Most buyers want 20 to 30 or more. micro1 asks for 30+ employees, Data Value Check and Goldmined.ai for 20+, and Pewter for 20+ staff counted now or at the firm's peak, which helps a practice that was larger before a slow market.31,43,44,3

  • No buyer prices closing firms on their own. Published ranges mostly run $100K to $2M, as the buyers' own claims: Ventra states $100K-$2M as potential deals, Polyshares $100K-$2M+ and Nyne $100K or more. Volume helps: years of high-volume files and written procedures are the depth those ranges describe.45,8,20

  • Most say so. micro1 says the company reviews samples before release, Goldmined.ai says nothing sells without the owner's approval, and Troveo says it anonymizes to a documented standard and licenses on approved terms. Ask to see a scrubbed sample of a closing thread before agreeing to a full export.37,46,47

  • We do not answer legal questions. Ask the licensing company: their team reviews this with you before anything is signed.

  • We do not answer legal questions. Ask the licensing company: their team reviews this with you before anything is signed.

  • We do not answer legal questions. Ask the licensing company: their team reviews this with you before anything is signed.

Before you sign

We do not answer legal questions. Ask the licensing company before you sign: their team reviews these with you.

Questions for this kind of business

  • How does your review handle GLBA nonpublic personal information in closing files?
  • Do our title underwriter agency agreements or lender instructions limit what can be exported?
  • How will wiring instructions and account numbers be removed, and do we approve the sample?
  • Who owns this data: the company, an estate, or someone else?
  • How do CCPA, GDPR, UK GDPR and state privacy laws apply, and is de-identified data still personal information?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?
  • Do professional rules apply (AICPA, IRC 7216, HIPAA, ABA Model Rule 1.17, insurance agency contracts, adviser rules, state boards)?

Questions for any buyer

  • Is the license exclusive, and for how long?
  • Can you sublicense the data, and to whom?
  • Which AI labs will receive it, and will you tell us?
  • How long do you keep it, and how is it deleted?
  • What is your liability cap, and who indemnifies whom?
  • Will the contract ban re-identification of people in the data?
  • Who removes personal data, by what method, and do we approve it first?

How this page was made

Every figure comes from a published source listed below, each with the date we checked it. Buyer statements are the buyer's own claims and are marked so in the source list. Firm counts come from the US Census Bureau's Statistics of US Businesses. Anything marked as our estimate is ours, not a buyer quote.

Drafted with AI assistance from our research files, then checked against each source. Reviewed 14 Oct 2026. Last updated 14 Oct 2026.

We feature companies that pay us a referral fee. Our scores and reviews don't change for it. See how we earn and how we rank. This site does not give legal, tax or financial advice.

Sources (47)

  1. 1.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  2. 2.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  3. 3.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  4. 4.US Census Bureau, Statistics of US Businesses 2022. Accessed 14 Oct 2026.
  5. 5.O*NET OnLine, E-Mail work context. Accessed 14 Oct 2026.
  6. 6.Forbes, published 16 Apr 2026. Accessed 14 Oct 2026.
  7. 7.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Bloomberg Law, published 17 Aug 2026. Accessed 14 Oct 2026.
  10. 10.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  11. 11.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  12. 12.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  13. 13.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  14. 14.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  15. 15.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  16. 16.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  17. 17.TechCrunch, published 31 Mar 2026. Accessed 14 Oct 2026.
  18. 18.HR Dive, published 13 Apr 2026. Accessed 14 Oct 2026.
  19. 19.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  21. 21.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  22. 22.Troveo business data assessment. Accessed 14 Oct 2026. Company's own claim.
  23. 23.Polyshares intake catalog. Accessed 14 Oct 2026. Company's own claim.
  24. 24.VMS data licensing page. Accessed 14 Oct 2026. Company's own claim.
  25. 25.Ventra partners page. Accessed 14 Oct 2026. Company's own claim.
  26. 26.Polyshares. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  28. 28.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Handshake AI data partnerships referral page. Accessed 14 Oct 2026. Company's own claim.
  31. 31.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  32. 32.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  33. 33.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  34. 34.Endless website. Accessed 14 Oct 2026. Company's own claim.
  35. 35.Meta Ad Library, Ventra page. Accessed 14 Oct 2026. Company's own claim.
  36. 36.Supersoniq website. Accessed 14 Oct 2026. Company's own claim.
  37. 37.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  38. 38.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  39. 39.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  40. 40.Endless website. Accessed 14 Oct 2026. Company's own claim.
  41. 41.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  42. 42.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  43. 43.Data Value Check website. Accessed 14 Oct 2026. Company's own claim.
  44. 44.Goldmined.ai check page. Accessed 14 Oct 2026. Company's own claim.
  45. 45.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.
  46. 46.Goldmined.ai website. Accessed 14 Oct 2026. Company's own claim.
  47. 47.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.